Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806054150001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 7:11 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 25.851287555161900 |
| 1990-02-01 | 25.663322143482798 |
| 1990-03-01 | 26.138870844450697 |
| 1990-04-01 | 25.533441396282700 |
| 1990-05-01 | 24.833057921587702 |
| 1990-06-01 | 24.982373874013000 |
| 1990-07-01 | 24.758871214568600 |
| 1990-08-01 | 24.716700751966897 |
| 1990-09-01 | 24.793969910922900 |
| 1990-10-01 | 24.737380917789600 |
| 1990-11-01 | 24.834602619533200 |
| 1990-12-01 | 24.824676638805400 |
| 1991-01-01 | 24.856019712621798 |
| 1991-02-01 | 25.090273316615200 |
| 1991-03-01 | 25.374060892261500 |
| 1991-04-01 | 25.442906546099500 |
| 1991-05-01 | 25.225574857892700 |
| 1991-06-01 | 24.698250996362200 |
| 1991-07-01 | 25.233781713116002 |
| 1991-08-01 | 25.183293765018302 |
| 1991-09-01 | 25.148197919098802 |
| 1991-10-01 | 25.332885782492898 |
| 1991-11-01 | 25.330133889582896 |
| 1991-12-01 | 25.420839648609200 |
| 1992-01-01 | 25.974102781487900 |
| 1992-02-01 | 25.934045672723304 |
| 1992-03-01 | 25.317832643745497 |
| 1992-04-01 | 24.987927351584800 |
| 1992-05-01 | 24.928218685144802 |
| 1992-06-01 | 25.107677601366703 |
| 1992-07-01 | 24.701776188139895 |
| 1992-08-01 | 24.625128183948900 |
| 1992-09-01 | 24.369134250408500 |
| 1992-10-01 | 24.618958978476400 |
| 1992-11-01 | 24.514681653766400 |
| 1992-12-01 | 24.413527218566298 |
| 1993-01-01 | 24.192651273470997 |
| 1993-02-01 | 24.393608445578604 |
| 1993-03-01 | 24.492253205647900 |
| 1993-04-01 | 24.662948080819103 |
| 1993-05-01 | 24.937718582507700 |
| 1993-06-01 | 25.010717673959700 |
| 1993-07-01 | 25.272039305032000 |
| 1993-08-01 | 25.234583068457304 |
| 1993-09-01 | 25.365753823914900 |
| 1993-10-01 | 25.105056974540300 |
| 1993-11-01 | 25.092947939149000 |
| 1993-12-01 | 25.204836079601804 |
| 1994-01-01 | 26.729119808300098 |
| 1994-02-01 | 26.571798330042200 |
| 1994-03-01 | 26.672854653459800 |
| 1994-04-01 | 27.240394842606800 |
| 1994-05-01 | 27.251958729471300 |
| 1994-06-01 | 27.093545987744196 |
| 1994-07-01 | 27.436437351427998 |
| 1994-08-01 | 27.445152858357503 |
| 1994-09-01 | 27.450484908691200 |
| 1994-10-01 | 27.494746868631395 |
| 1994-11-01 | 27.590220076175900 |
| 1994-12-01 | 27.798495807342000 |
| 1995-01-01 | 28.242766935226000 |
| 1995-02-01 | 29.067668041357198 |
| 1995-03-01 | 29.075835204130698 |
| 1995-04-01 | 28.794455918698503 |
| 1995-05-01 | 28.955550296739002 |
| 1995-06-01 | 29.451781963641896 |
| 1995-07-01 | 29.097603300113395 |
| 1995-08-01 | 29.454462481577600 |
| 1995-09-01 | 29.870266487836400 |
| 1995-10-01 | 30.091268547636000 |
| 1995-11-01 | 30.510459407459898 |
| 1995-12-01 | 30.704196188779000 |
| 1996-01-01 | 29.963066788176498 |
| 1996-02-01 | 30.051150066832800 |
| 1996-03-01 | 31.158916974486605 |
| 1996-04-01 | 29.614534542783300 |
| 1996-05-01 | 29.842998831753302 |
| 1996-06-01 | 29.973720458189500 |
| 1996-07-01 | 30.267077392201300 |
| 1996-08-01 | 30.714461354512500 |
| 1996-09-01 | 30.828243270950303 |
| 1996-10-01 | 30.793702503444000 |
| 1996-11-01 | 31.049516279005200 |
| 1996-12-01 | 31.204945443330697 |
| 1997-01-01 | 33.258884160904900 |
| 1997-02-01 | 33.188299551055000 |
| 1997-03-01 | 33.646755915831600 |
| 1997-04-01 | 33.936191380085600 |
| 1997-05-01 | 33.921112409117800 |
| 1997-06-01 | 34.082978042977500 |
| 1997-07-01 | 34.257369124130400 |
| 1997-08-01 | 34.181669491835100 |
| 1997-09-01 | 33.322602355797600 |
| 1997-10-01 | 34.510228082009800 |
| 1997-11-01 | 34.505714279720700 |
| 1997-12-01 | 34.807131979455600 |
| 1998-01-01 | 35.227165251507000 |
| 1998-02-01 | 35.288131359789205 |
| 1998-03-01 | 35.705907514924100 |
| 1998-04-01 | 36.026994685880900 |
| 1998-05-01 | 36.503102315021100 |
| 1998-06-01 | 37.003139595141300 |
| 1998-07-01 | 37.479878269585800 |
| 1998-08-01 | 37.807377893679710 |
| 1998-09-01 | 37.956518163501000 |
| 1998-10-01 | 38.420115537337395 |
| 1998-11-01 | 38.746022279753900 |
| 1998-12-01 | 38.575173306418705 |
| 1999-01-01 | 39.349388027093100 |
| 1999-02-01 | 40.064464632609700 |
| 1999-03-01 | 40.640796941166900 |
| 1999-04-01 | 41.519411583858300 |
| 1999-05-01 | 42.014096737753796 |
| 1999-06-01 | 42.462769481815800 |
| 1999-07-01 | 42.238460596540500 |
| 1999-08-01 | 42.148623633480400 |
| 1999-09-01 | 42.631184435430800 |
| 1999-10-01 | 42.606714247278600 |
| 1999-11-01 | 42.845086676515000 |
| 1999-12-01 | 43.114647885985200 |
| 2000-01-01 | 43.251732451896295 |
| 2000-02-01 | 43.738053238412200 |
| 2000-03-01 | 43.527058112334300 |
| 2000-04-01 | 43.720222058693500 |
| 2000-05-01 | 44.349163736622200 |
| 2000-06-01 | 45.055031930983894 |
| 2000-07-01 | 45.726834733671800 |
| 2000-08-01 | 46.635890264370900 |
| 2000-09-01 | 47.029258801147900 |
| 2000-10-01 | 46.865750365755100 |
| 2000-11-01 | 46.975035128112204 |
| 2000-12-01 | 47.126042340224500 |
| 2001-01-01 | 47.644165778062800 |
| 2001-02-01 | 47.510105258372200 |
| 2001-03-01 | 47.218869637084210 |
| 2001-04-01 | 46.854820770796000 |
| 2001-05-01 | 46.203490828672900 |
| 2001-06-01 | 45.678983144008290 |
| 2001-07-01 | 44.601298296611500 |
| 2001-08-01 | 44.293254793834200 |
| 2001-09-01 | 43.727693234358400 |
| 2001-10-01 | 43.514696856608296 |
| 2001-11-01 | 43.186438078451395 |
| 2001-12-01 | 42.971794264495900 |
| 2002-01-01 | 42.447438694235100 |
| 2002-02-01 | 42.197200457120500 |
| 2002-03-01 | 42.200721558290500 |
| 2002-04-01 | 42.091963436089600 |
| 2002-05-01 | 41.728623842638200 |
| 2002-06-01 | 41.908277298041504 |
| 2002-07-01 | 41.836197696939900 |
| 2002-08-01 | 41.960862339565800 |
| 2002-09-01 | 42.110255304691000 |
| 2002-10-01 | 42.561601966520705 |
| 2002-11-01 | 42.610792609449300 |
| 2002-12-01 | 42.858492821793700 |
| 2003-01-01 | 42.586667750389710 |
| 2003-02-01 | 42.295138221822900 |
| 2003-03-01 | 42.499567184287900 |
| 2003-04-01 | 42.218150398684200 |
| 2003-05-01 | 42.316763527481704 |
| 2003-06-01 | 41.927911088435800 |
| 2003-07-01 | 42.428790482365100 |
| 2003-08-01 | 42.490460381225500 |
| 2003-09-01 | 42.465378962323896 |
| 2003-10-01 | 42.519499124084200 |
| 2003-11-01 | 42.686695005370600 |
| 2003-12-01 | 43.202728773274500 |
| 2004-01-01 | 42.271725507516800 |
| 2004-02-01 | 41.387386003227300 |
| 2004-03-01 | 41.496577949654700 |
| 2004-04-01 | 41.735679543920300 |
| 2004-05-01 | 41.566010510363500 |
| 2004-06-01 | 41.137629293966604 |
| 2004-07-01 | 41.580639525719290 |
| 2004-08-01 | 41.405794705286600 |
| 2004-09-01 | 41.087573629987900 |
| 2004-10-01 | 41.100119013033290 |
| 2004-11-01 | 41.092968699668300 |
| 2004-12-01 | 40.974521953623500 |
| 2005-01-01 | 41.187003885128604 |
| 2005-02-01 | 41.485141143176800 |
| 2005-03-01 | 41.819339440848296 |
| 2005-04-01 | 41.224750453211500 |
| 2005-05-01 | 41.511341825397700 |
| 2005-06-01 | 41.348338958587000 |
| 2005-07-01 | 41.313228264154500 |
| 2005-08-01 | 41.283327945413000 |
| 2005-09-01 | 41.784817397982500 |
| 2005-10-01 | 41.684526282475300 |
| 2005-11-01 | 41.823336810547794 |
| 2005-12-01 | 42.061184262012205 |
| 2006-01-01 | 42.327405803652500 |
| 2006-02-01 | 42.692674761213600 |
| 2006-03-01 | 42.931255597288000 |
| 2006-04-01 | 43.304373299619290 |
| 2006-05-01 | 43.467994825623210 |
| 2006-06-01 | 43.454701634068000 |
| 2006-07-01 | 43.346635435861800 |
| 2006-08-01 | 43.561608769002300 |
| 2006-09-01 | 43.565771809622100 |
| 2006-10-01 | 43.559661813079900 |
| 2006-11-01 | 43.546133390765800 |
| 2006-12-01 | 43.616162066016800 |
| 2007-01-01 | 44.292280938477000 |
| 2007-02-01 | 44.642350027596500 |
| 2007-03-01 | 45.048635449875796 |
| 2007-04-01 | 44.755851152382100 |
| 2007-05-01 | 45.048155864163100 |
| 2007-06-01 | 45.566514693638710 |
| 2007-07-01 | 46.190157998070710 |
| 2007-08-01 | 46.330515200015604 |
| 2007-09-01 | 46.344962300528200 |
| 2007-10-01 | 46.822160555278800 |
| 2007-11-01 | 47.159300202009500 |
| 2007-12-01 | 47.322241568977600 |
| 2008-01-01 | 47.458777472070700 |
| 2008-02-01 | 47.311093877176400 |
| 2008-03-01 | 47.460693946207600 |
| 2008-04-01 | 47.538177102873700 |
| 2008-05-01 | 47.470953373345500 |
| 2008-06-01 | 47.292362286761700 |
| 2008-07-01 | 47.226356926060200 |
| 2008-08-01 | 47.073406692364100 |
| 2008-09-01 | 47.118694952910700 |
| 2008-10-01 | 47.290727047902500 |
| 2008-11-01 | 46.740649913698600 |
| 2008-12-01 | 46.189773305600700 |
| 2009-01-01 | 45.421427999527204 |
| 2009-02-01 | 45.204650397300400 |
| 2009-03-01 | 44.806991409568205 |
| 2009-04-01 | 44.629177179318106 |
| 2009-05-01 | 44.194838221523895 |
| 2009-06-01 | 43.823043552376700 |
| 2009-07-01 | 43.269742005831100 |
| 2009-08-01 | 42.801089132329004 |
| 2009-09-01 | 42.491873440787900 |
| 2009-10-01 | 42.170470974222900 |
| 2009-11-01 | 41.808912280330600 |
| 2009-12-01 | 41.539499088523000 |
| 2010-01-01 | 41.778614943008996 |
| 2010-02-01 | 42.077896724084100 |
| 2010-03-01 | 42.456246339542496 |
| 2010-04-01 | 42.652352936684800 |
| 2010-05-01 | 42.823455252401295 |
| 2010-06-01 | 43.251819863171995 |
| 2010-07-01 | 43.024959087665100 |
| 2010-08-01 | 43.017170462305900 |
| 2010-09-01 | 43.257812032034906 |
| 2010-10-01 | 43.471342284101404 |
| 2010-11-01 | 43.674080336086400 |
| 2010-12-01 | 44.196967551077100 |
| 2011-01-01 | 44.428669993737500 |
| 2011-02-01 | 44.529972639724100 |
| 2011-03-01 | 44.605848448163200 |
| 2011-04-01 | 44.080823415615500 |
| 2011-05-01 | 44.330601733448700 |
| 2011-06-01 | 44.568267956862400 |
| 2011-07-01 | 45.100691720953800 |
| 2011-08-01 | 45.539757106849390 |
| 2011-09-01 | 45.838069864768000 |
| 2011-10-01 | 45.483706207148710 |
| 2011-11-01 | 45.553809249172296 |
| 2011-12-01 | 45.574231663459610 |
| 2012-01-01 | 45.038277854262800 |
| 2012-02-01 | 45.346348854436600 |
| 2012-03-01 | 45.363949052953800 |
| 2012-04-01 | 45.805481314507105 |
| 2012-05-01 | 46.252166366183005 |
| 2012-06-01 | 46.390595938289300 |
| 2012-07-01 | 46.360670752489604 |
| 2012-08-01 | 46.459688826183395 |
| 2012-09-01 | 46.541948238658506 |
| 2012-10-01 | 46.686552311718100 |
| 2012-11-01 | 46.834788220946600 |
| 2012-12-01 | 46.990502164696210 |
| 2013-01-01 | 46.625717520486600 |
| 2013-02-01 | 47.046614982675600 |
| 2013-03-01 | 47.249078457597100 |
| 2013-04-01 | 47.212032078859300 |
| 2013-05-01 | 47.254869451166900 |
| 2013-06-01 | 47.412985516507900 |
| 2013-07-01 | 47.501116365796700 |
| 2013-08-01 | 47.796140618804210 |
| 2013-09-01 | 47.951802776329200 |
| 2013-10-01 | 48.083442430046205 |
| 2013-11-01 | 48.425593110192004 |
| 2013-12-01 | 48.550189298437500 |
| 2014-01-01 | 48.494258682617996 |
| 2014-02-01 | 48.736368488290005 |
| 2014-03-01 | 48.936366078313895 |
| 2014-04-01 | 48.500706525392800 |
| 2014-05-01 | 48.765730885666600 |
| 2014-06-01 | 48.940235363416000 |
| 2014-07-01 | 48.515192231132005 |
| 2014-08-01 | 48.638822564279200 |
| 2014-09-01 | 48.766009747179600 |
| 2014-10-01 | 48.878087422139394 |
| 2014-11-01 | 49.009886700816004 |
| 2014-12-01 | 49.230320515422200 |
| 2015-01-01 | 49.688396424673300 |
| 2015-02-01 | 49.918632251485210 |
| 2015-03-01 | 50.209451286299110 |
| 2015-04-01 | 50.888590318810200 |
| 2015-05-01 | 51.159783563938596 |
| 2015-06-01 | 51.477430180011304 |
| 2015-07-01 | 51.704014420333394 |
| 2015-08-01 | 51.904214929369495 |
| 2015-09-01 | 52.205502271189500 |
| 2015-10-01 | 52.667217364342000 |
| 2015-11-01 | 52.687437712401600 |
| 2015-12-01 | 52.795731483606500 |
| 2016-01-01 | 53.390748993065394 |
| 2016-02-01 | 53.497455354692400 |
| 2016-03-01 | 53.354017659554700 |
| 2016-04-01 | 53.679492792225000 |
| 2016-05-01 | 53.763694412124900 |
| 2016-06-01 | 54.034664692277495 |
| 2016-07-01 | 54.692938831743710 |
| 2016-08-01 | 54.894775306884900 |
| 2016-09-01 | 55.067918255852206 |
| 2016-10-01 | 54.934597422582904 |
| 2016-11-01 | 55.141128383949200 |
| 2016-12-01 | 55.322148362304496 |
| 2017-01-01 | 55.916576120145905 |
| 2017-02-01 | 56.067105533158596 |
| 2017-03-01 | 56.393253317776200 |
| 2017-04-01 | 56.479717702508495 |
| 2017-05-01 | 56.655989984893395 |
| 2017-06-01 | 56.998811655344300 |
| 2017-07-01 | 57.105285043886994 |
| 2017-08-01 | 57.302314255504800 |
| 2017-09-01 | 57.459032078801606 |
| 2017-10-01 | 57.293322657329900 |
| 2017-11-01 | 57.582208476294000 |
| 2017-12-01 | 57.606967877867696 |
| 2018-01-01 | 57.552876226270290 |
| 2018-02-01 | 57.942660852562895 |
| 2018-03-01 | 57.887623284139700 |
| 2018-04-01 | 59.180890406982300 |
| 2018-05-01 | 59.564139734582900 |
| 2018-06-01 | 59.844366016258200 |
| 2018-07-01 | 60.468356629591600 |
| 2018-08-01 | 60.627425475193400 |
| 2018-09-01 | 60.866583494513800 |
| 2018-10-01 | 61.446853784439300 |
| 2018-11-01 | 61.822502220781710 |
| 2018-12-01 | 62.051287866746904 |
| 2019-01-01 | 62.198878548211000 |
| 2019-02-01 | 62.410682725767295 |
| 2019-03-01 | 62.569032606457010 |
| 2019-04-01 | 62.471268556242000 |
| 2019-05-01 | 62.576252474900800 |
| 2019-06-01 | 62.563809254851800 |
| 2019-07-01 | 62.769486559081500 |
| 2019-08-01 | 62.868815412645100 |
| 2019-09-01 | 63.286846156520100 |
| 2019-10-01 | 63.605736928601600 |
| 2019-11-01 | 63.791982372245705 |
| 2019-12-01 | 63.879760475248900 |
| 2020-01-01 | 64.099494663202300 |
| 2020-02-01 | 64.175320749183000 |
| 2020-03-01 | 63.942564246975500 |
| 2020-04-01 | 61.862390054303205 |
| 2020-05-01 | 61.899429754103500 |
| 2020-06-01 | 61.746133928634606 |
| 2020-07-01 | 60.314799611800100 |
| 2020-08-01 | 60.322392682764900 |
| 2020-09-01 | 60.090047530458900 |
| 2020-10-01 | 60.581838175858710 |
| 2020-11-01 | 60.295628630864110 |
| 2020-12-01 | 60.301013014520294 |
| 2021-01-01 | 60.148771313735296 |
| 2021-02-01 | 60.319852641855405 |
| 2021-03-01 | 60.732817242736300 |
| 2021-04-01 | 60.868267115580100 |
| 2021-05-01 | 60.937862210856600 |
| 2021-06-01 | 60.714153456788500 |
| 2021-07-01 | 61.664447409391606 |
| 2021-08-01 | 61.664519871140700 |
| 2021-09-01 | 61.462038952946100 |
| 2021-10-01 | 61.804707539089605 |
| 2021-11-01 | 61.713637122819700 |
| 2021-12-01 | 61.727817249584895 |
| 2022-01-01 | 61.655700686018000 |
| 2022-02-01 | 61.871843275157296 |
| 2022-03-01 | 61.910420347180100 |
| 2022-04-01 | 62.198905569558000 |
| 2022-05-01 | 61.890409556756600 |
| 2022-06-01 | 61.870195497298695 |
| 2022-07-01 | 61.714200365067605 |
| 2022-08-01 | 61.501646465880390 |
| 2022-09-01 | 61.395475770779896 |
| 2022-10-01 | 61.256455649657100 |
| 2022-11-01 | 60.927645836165200 |
| 2022-12-01 | 60.764639481172890 |
| 2023-01-01 | 60.666874641774900 |
| 2023-02-01 | 60.225774074560796 |
| 2023-03-01 | 59.897595301619000 |
| 2023-04-01 | 59.631774216934204 |
| 2023-05-01 | 59.637165953941710 |
| 2023-06-01 | 59.436812276617900 |
| 2023-07-01 | 59.038758053077900 |
| 2023-08-01 | 59.040435263410700 |
| 2023-09-01 | 58.910934851255796 |
| 2023-10-01 | 58.511560960035105 |
| 2023-11-01 | 58.931914259424200 |
| 2023-12-01 | 59.121671288800300 |
| 2024-01-01 | 59.584123842038900 |
| 2024-02-01 | 59.092870241197396 |
| 2024-03-01 | 58.985925200873794 |
| 2024-04-01 | 58.669140063035500 |
| 2024-05-01 | 58.566573876255400 |
| 2024-06-01 | 59.116759640586004 |
| 2024-07-01 | 58.956798353516504 |
| 2024-08-01 | 58.573819288560490 |
| 2024-09-01 | 59.009274306893610 |
| 2024-10-01 | 58.850108005022705 |
| 2024-11-01 | 59.028271458417800 |
